karpathy-wiki-capture
Capture-authoring protocol for the main agent. Read on demand when a TRIGGER fires (per `using-karpathy-wiki/SKILL.md`). Defines how to format a capture, how to invoke `bin/wiki capture`, body-size floors, and the subagent-report workflow.
Supply asset profile
Research and knowledge work
Deep research, source comparison, literature review, RAG, knowledge search, and reports.
Scenario
Research agents
I need my agent to research a topic, compare sources, and produce a concise report.
Agent fit
Claude Code + CLI + Codex
Codex, Claude Code, Cursor, CLI, or custom agents.
Install
Ready
npx skills add toolboxmd/karpathy-wiki --skill karpathy-wiki-capture
Maintenance
fresh
2d since push
Risk
Needs review
Permission surface may require sandboxing
GitHub quality
101
67/100 Quality · 70/100 Trust
Coverage tags
Review notes
Permission surface may require sandboxing · The skill references internal commands (bin/wiki capture, wiki ingest-now, wiki tick) without explaining their availability or fallback behavior, which could cause confusion if the environment lacks them.
Agent adoption scorecard
Trust, audit, and install readiness at a glance
These scores combine public repository metadata, OpenAgentSkill review signals, maintenance freshness, and install readiness. They are a shortlist signal, not a replacement for human review.
Quality
PromisingUseful candidate, but compare it with alternatives before adopting.
Trust
Sandbox onlyUseful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
Audit
Needs reviewA machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
OpenAgentSkill Trust Score v5
Human review before install
Run only in a sandbox and compare close alternatives before using it for real work.
Stars
101 GitHub stars
Repo activity
101 stars, 24 forks
Maintenance
2d since push
License
MIT
Install
npx skills add toolboxmd/karpathy-wiki --skill karpathy-wiki-capture
Install safety
standard package or runtime install path
Permission surface
shell or command execution, filesystem or document access
Agent outcomes
No agent outcome data yet
Docs
Strong README/SKILL.md context
Risk summary
Review before production
- The skill references internal commands (bin/wiki capture, wiki ingest-now, wiki tick) without explaining their availability or fallback behavior, which could cause confusion if the environment lacks them.
- Quality score needs review
- Permission surface needs review: shell or command execution, filesystem or document access
- Stars/forks activity: 101 stars, 24 forks; issue activity unavailable in current metadata
Install readiness
Install path available
- Install path is available
- Repository evidence is available
- License is declared
- No Agent Proven outcome evidence yet
Agent-readable metadata
Machine-readable decision data for this skill.
Use this block or the embedded JSON to decide whether an agent should install this skill, choose an alternative, or ask for human review first.
Suited tasks
- Research agents workflows
- Claude Code teams
- builders willing to evaluate younger projects
- Search sources
Suited agents
Install decision
- Command
- npx skills add toolboxmd/karpathy-wiki --skill karpathy-wiki-capture
- Policy
- review
- Human review
- yes
Trust and risk
- Trust
- 62/100
- Audit
- 77/100
- Risk level
- Needs review
Outcome loop
- Endpoint
- /api/agent/outcome
- Event ID
- resolve
- Outcomes
- 5
Install command
npx skills add toolboxmd/karpathy-wiki --skill karpathy-wiki-captureDo not use when
- teams that need a vendor-supported SLA
- production agents without a repository review
- The skill references internal commands (bin/wiki capture, wiki ingest-now, wiki tick) without explaining their availability or fallback behavior, which could cause confusion if the environment lacks them.
- High-risk permission hints: Shell or command execution
- Permission surface may require sandboxing
Agent safety v2
45/100 · Avoid automatic install
Sparse or mixed signals. Useful for discovery, but not for autonomous installation.
Test manually in an isolated workspace and compare against safer alternatives.
high
Shell or command execution
Skill metadata references terminal, CLI, shell, subprocess, or command execution workflows.
medium
Network access
Skill likely fetches remote pages, APIs, repositories, or external services.
medium
Filesystem access
Skill may read or write project files, documents, generated artifacts, or local workspace state.
medium
Database access
Skill may inspect schemas, query databases, or work with persistent stores.
- High-risk permission hints: Shell or command execution
- Permission surface may require sandboxing
Install targets
Install this skill in your agent workflow
Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.
OpenAgentSkill CLI
Resolve policy, run the source installer safely, and report a verified install receipt.
$ npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.2.1/openagentskill-0.2.1.tgz install toolboxmd-karpathy-wiki-captureAgent resolve plan
Let an agent verify fit before installing.
The Resolve API returns the selected skill, alternatives, safety policy, audit notes, install target, and copy-paste prompt an agent can follow without scraping this page.
Open JSON
/api/agent/resolve?task=Use%20karpathy-wiki-capture%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20karpathy-wiki-capture%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/toolboxmd-karpathy-wiki-capture/install
Agent should check
- Task fit and alternatives from Resolve API.
- Audit score, trust score, and safety policy warnings.
- Install target compatibility for Codex, Claude Code, Cursor, or CLI.
Copy prompt
Task: Use karpathy-wiki-capture in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20karpathy-wiki-capture%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/toolboxmd-karpathy-wiki-capture/install
Install command: npx skills add toolboxmd/karpathy-wiki --skill karpathy-wiki-capture
Before running it, summarize audit warnings, required permissions, and the fallback skill if install is risky.Agent handoff
Give an agent the install path, not another directory page.
Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.
Install handoff
/api/skills/toolboxmd-karpathy-wiki-capture/install
LLM text format
/api/skills/toolboxmd-karpathy-wiki-capture/install?format=text
Find alternatives
/api/skills/search?q=karpathy-wiki-capture&limit=3
Agent prompt
Use karpathy-wiki-capture for this task. Review https://www.openagentskill.com/api/skills/toolboxmd-karpathy-wiki-capture/install, then install with: npx skills add toolboxmd/karpathy-wiki --skill karpathy-wiki-captureRegistry metadata
Agent-readable profile for automatic skill selection.
This page exposes the same decision, trust, audit, use-case, and install signals through the Registry API, so agents can rank this skill without scraping the UI.
Manifest
/api/registry/manifest/toolboxmd-karpathy-wiki-capture
LLM text
/api/registry/manifest/toolboxmd-karpathy-wiki-capture?format=text
Install alias
/api/registry/install/toolboxmd-karpathy-wiki-capture
Recommend
/api/registry/recommend?task=Use%20karpathy-wiki-capture%20in%20an%20agent%20workflow&limit=3
Agent fit
Research agents
Use-case tags
Platforms
Claude Code
Audit report
Needs review · 77/100
A machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
Agent decision cockpit
Fallback candidate for Research agents
Prototype with this skill first; keep a fallback candidate ready.
Role in stack
Fallback candidate
Primary fit
Research agents
Trust label
Prototype first
Install path
Command ready
Use when
- Research agents workflows
- Claude Code teams
- builders willing to evaluate younger projects
Evidence
- recent repository activity
- install command or GitHub repo available
- 67/100 quality profile
- 5 OpenAgentSkill engagement events
review first
- The skill references internal commands (bin/wiki capture, wiki ingest-now, wiki tick) without explaining their availability or fallback behavior, which could cause confusion if the environment lacks them.
Implementation path
- 1Install it in a sandbox agent and run one Research agents task end to end.
- 2Compare output quality, latency, and failure behavior against at least one alternative.
- 3Promote it into production only after reviewing repository permissions, license, and maintenance signals.
Trust profile
Sandbox only
Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
GitHub adoption
INFO101 GitHub stars
Stars/forks activity
CHECK101 stars, 24 forks; issue activity unavailable in current metadata
Recent maintenance
PASS2d since push
License clarity
PASSMIT
Good signals
- AI review approved
- Install path is available
- Repository evidence is available
- Recently maintained repository
- Install command has no obvious high-risk pattern
- Outcome loop is ready but needs first real agent run
Review before install
- The skill references internal commands (bin/wiki capture, wiki ingest-now, wiki tick) without explaining their availability or fallback behavior, which could cause confusion if the environment lacks them.
- Quality score needs review
- Permission surface needs review: shell or command execution, filesystem or document access
- Stars/forks activity: 101 stars, 24 forks; issue activity unavailable in current metadata
- Permission surface: shell or command execution, filesystem or document access
- No real agent outcome reports yet
- Human review required before unattended installation
Recommended action
Run only in a sandbox and compare close alternatives before using it for real work.
Quality profile
Promising candidate for agent workflows
Useful candidate, but compare it with alternatives before adopting.
Workflow fit
Use this skill in these scenarios
Investigate faster
Research agents
I need my agent to research a topic, compare sources, and produce a concise report.
Operate local tools
Local desktop
I need my agent to operate local files and desktop apps in a repeatable workflow.
Automate repeated work
Workflow automation
I need my agent to automate a repeated workflow across tools and files.
Workflow fit
Add it to a complete workflow
Find, compare, and synthesize
Research report agent
A workflow for agents that gather sources, compare claims, summarize long material, and draft useful research briefs.
Turn skills into distribution
Content growth agent
A workflow for turning newly indexed skills into SEO briefs, social drafts, comparison pages, and reusable publishing workflows.
Operate and verify web apps
Browser QA agent
A workflow for agents that navigate products, fill forms, take screenshots, and verify real user flows across web applications.
Overview
--- name: karpathy-wiki-capture description: | Capture-authoring protocol for the main agent. Read on demand when a TRIGGER fires (per `using-karpathy-wiki/SKILL.md`). Defines how to format a capture, how to invoke `bin/wiki capture`, body-size floors, and the subagent-report workflow. ---
# karpathy-wiki capture
You loaded this skill because a TRIGGER fired (per the loader). Your job is to write a capture file (or move a file into `inbox/` for raw-direct ingest), then return to the user's task.
## Single capture entry point
All chat-driven captures go through ONE command:
```bash echo "$BODY" | bin/wiki capture \ --title "<one-line title>" \ --kind chat-only \ --suggested-action create|update|augment ```
For chat-attached (a real file accompanies the conversation), pass the absolute path of that file via `--evidence-path`:
```bash echo "$BODY" | bin/wiki capture \ --title "<one-line title>" \ --kind chat-attached \ --suggested-action create|update|augment \ --evidence-path /absolute/path/to/source/file.ext ```
Or for long bodies:
```bash bin/wiki capture \ --title "<one-line title>" \ --kind chat-only \ --suggested-action create \ --body-file /tmp/body.md ```
`--evidence-path` is REQUIRED for `--kind chat-attached` and `--kind raw-direct`, REJECTED for `--kind chat-only`. The path lands verbatim in the capture's `evidence:` frontmatter and propagates to the manifest's `origin` field — the iron-rule contract that lets the ingester trace every wiki page back to its source.
`bin/wiki capture` handles wiki resolution (which wiki the capture goes to), prompts the user for setup if needed, writes every capture file, and asks the bounded dispatcher to drain the target queue. You do NOT write to `.wiki-pending/` directly or launch a provider yourself.
## Trigger
Triggers are listed in the loader (`using-karpathy-wiki/SKILL.md`). This skill assumes a trigger has fired and you're now writing.
## Capture file format
See `references/capture-schema.md` for the canonical frontmatter schema. Key fields you set when invoking `bin/wiki capture`:
- `--title`: one-line title (becomes filename slug + capture title). - `--kind`: `chat-only` (no file evidence) | `chat-attached` (file + conversation delta) | `raw-direct` (you do NOT write this; it's for drop-zone ingestion). - `--suggested-action`: `create` (new page) | `update` (replace existing) | `augment` (add to existing).
The body is read from stdin OR `--body-file <path>`.
## Body sufficiency
Per `references/capture-schema.md`:
| Kind | Floor | What goes in the body | |---|---|---| | `chat-only` | 1500 b | Every durable claim, exact details (URLs, version numbers, error messages), every decision-with-rationale, every gotcha, sources cited. | | `chat-attached` | 1000 b | The conversation-delta — what the conversation added that the file doesn't cover. The file is the bulk; you owe the delta in full. | | `raw-direct` | none | You don't write raw-direct bodies. The SessionStart hook or `wiki ingest-now` auto-generates them when a file appears in `inbox/`. |
A `chat-only` body must clear 1500 bytes with content, not filler. Required:
- Every durable CLAIM — fact, number, version, commit, percentage, decision. - Every CONCRETE DETAIL the ingester cannot guess — exact URLs, package names, error messages, command snippets, code examples (5-15 lines), numeric thresholds, version ranges. - Every DECISION made WITH its rationale — *"we chose X because Y failed on Z"* is a complete unit. *"we chose X"* alone is not. - Every CONTRADICTION, GOTCHA, OR CAVEAT observed. - SOURCES — doc URLs, arxiv IDs, GitHub repos with star counts as-of the session.
NOT in the body:
- Pleasantries, meta-commentary, "let me check", "good question". - Process over output: wrong turns, reasoning trail, "I thought X but then Y". Keep the resolution; drop the detour. - The user's questions verbatim — they're context, not content. Capture the ANSWER, not the question.
If the ingester rejects your capture (`needs_more_detail: true`), expand the re-queued body in place, remove both `needs_more_detail` and `needs_more_detail_reason` from frontmatter, and run `wiki tick <wiki> --source manual`. Marked captures remain durable but are not automatically retried. Do NOT ignore the rejection.
## Subagent reports — DO NOT write a capture body
When a research subagent returns a file with durable findings, the report IS the capture. Move the file to `<wiki>/inbox/`:
```bash mv <subagent-report-path> <wiki>/inbox/<basename> wiki ingest-now <wiki> # or wait for next SessionStart ```
`wiki ingest-now` triggers the same drift-scan + drain that SessionStart runs, but on demand. Use this when the user is still in the active session and wants the report ingested before they close the terminal.
Subagent-report bodies frequently exceed several KB; rewriting them as a `chat-only` capture body wastes tokens AND produces an inferior wiki page (the body summarizes what the file already says).
## Mode change
If the user asks to change the wiki mode for this directory:
```bash wiki use project # captures go to ./wiki/ only wiki use main # captures go to ~/wiki/ only wiki use both # capture locally; selectively promote reusable knowledge ```
Confirm in one line. The mode is persisted in `<cwd>/.wiki-config` (project or both) or `<cwd>/.wiki-mode` (main-only). See `references/capture-schema.md` and the v2.4 spec for details.
`both` is project-first. The original capture is written only to `./wiki/`. During ingest, the project ingester keeps project-specific knowledge local and uses the deterministic promotion helper only for reusable cross-project knowledge. The original capture is never copied verbatim to both queues.
## Cwd unconfigured (0.2.9)
If `bin/wiki capture` aborts with stderr containing `cwd unconfigured` + a `wiki use project|main|both` nudge, the cwd has no `.wiki-config` or `.wiki-mode`. The body is preserved at the orphan path printed in the same stderr. Do NOT silently re-route or auto-pick — surface the choice to the user verbatim:
> "This directory isn't configured for the wiki yet. Should this > capture go to: (a) a project wiki at `./wiki/` (scoped to this > repo), (b) the main wiki at `~/wiki/` (cross-project), or (c) both?"
After the user picks, run `wiki use project|main|both` and re-capture either by re-piping the body or by passing the orphan path:
```bash bin/wiki capture --title "..." --kind chat-only \ --suggested-action create --body-file <orphan-path> ```
Pre-0.2.9 the CLI silently auto-selected `main-only` and wrote `<cwd>/.wiki-mode`, stealing the choice from the user. The new abort makes the choice explicit.
## Order matters: reply first, then capture
Reply to the user FIRST. The user is waiting; capture mechanics are not. After your reply emits, write any captures whose triggers fired (via `bin/wiki capture`), then run a turn-closure check.
## Turn closure — before you stop
Before emitting your final assistant message, check:
```bash ls "<wiki_root>/.wiki-pending/" 2>/dev/null | grep -v '^archive$\|^schema-proposals$' | head -20 ```
If the output lists any `.md` file OR any `.md.processing` file older than 10 minutes, the turn is NOT done. Handle the pending captures first (rejection-handling, stalled-recovery, missed-capture from earlier turns), then re-check, then close the turn.
This is a self-discipline rule until a Stop-hook gate is wired.
## What's NOT in this skill
- The ingester's behavior (orientation, page format, manifest protocol). That lives in `karpathy-wiki-ingest/SKILL.md` and is loaded by the detached runtime ingester only. The main agent never reads it. - Iron laws and announce-line contract. Those live in the loader (`using-karpathy-wiki/SKILL.md`) — single source of truth.
Technical details
- Version
- 1.0.0
- License
- MIT
- Last updated
- Aug 20, 2026
- Published
- Aug 20, 2026
Decision snapshot
Fallback candidate
recent repository activity
Audit
Install review
Install and adoption review
- Security
- 76/100
- Maintenance
- 100/100
- Install
- 92/100
Agent-proven evidence
Agent-proven evidence
Outcome reports after resolve, review, install, and one narrow run.
- Success rate
- —
- Recent failure
- —
- Outcomes
- 0
- Output quality
- —
- Failed
- 0
- Not relevant
- 0
- Installs
- 0
- Risk blocked
- 0
- Setup needed
- 0
- Production
- 0
No agent outcome data yet. The first agent run can report success, setup needs, risk blocks, failure, or not-relevant through /api/agent/outcome.
Install
Add to agent workflow
Free and open source. Review the report before installing into production agents.
Growth loop
Share kit
Scenario-led draft for karpathy-wiki-capture, ready for a manual X post.
karpathy-wiki-capture: Capture-authoring protocol for the main agent. Read on demand when a TRIGGER fires (per `usin... 101 stars https://www.openagentskill.com/skills/toolboxmd-karpathy-wiki-capture?ref=x
Optional reply with install command
Listing + install path for karpathy-wiki-capture: https://www.openagentskill.com/skills/toolboxmd-karpathy-wiki-capture?ref=x Install: npx skills add toolboxmd/karpathy-wiki --skill karpathy-wiki-capture
Listing source
Registry indexed
This listing was indexed from public sources and is not marked official until a maintainer claim is approved.
- Creator
- toolboxmd
- Source
- toolboxmd/karpathy-wiki
- Indexed by
- OpenAgentSkill community index
Attribution links to the public repository or creator profile. Creators can claim the listing to update ownership signals.
Claim this skillOwner claim
Claim this skill listing
This Registry indexed listing is attributed to toolboxmd but is not marked official yet. Claim it to add a verified owner signal and make future launch, install, and audit updates easier to trust.
Creator backlink kit
Add the evidence badges to your README
Show the canonical listing, current trust and audit signals, and real Agent-Proven evidence where developers evaluate the repository.
[](https://www.openagentskill.com/skills/toolboxmd-karpathy-wiki-capture)
[](https://www.openagentskill.com/skills/toolboxmd-karpathy-wiki-capture)
[](https://www.openagentskill.com/skills/toolboxmd-karpathy-wiki-capture/audit)
[](https://www.openagentskill.com/skills/toolboxmd-karpathy-wiki-capture)Author
toolboxmd
@toolboxmd
Tags
Platform fit
Health signals
- GitHub stars
- 101
- Quality score
- 37/100
- Last GitHub push
- Aug 20, 2026
- Framework hints
- Unknown
- OpenAgentSkill views
- 5
- Install copies
- 0
- Outbound clicks
- 0
Community signal
Share whether this skill looks useful for your agent workflow. Aggregated feedback improves rankings over time.
Trust & safety
Sandbox only
- GitHub adoption101 GitHub starsINFO
- Stars/forks activity101 stars, 24 forks; issue activity unavailable in current metadataCHECK
- Recent maintenance2d since pushPASS
- License clarityMITPASS
- README/SKILL.md completenessMetadata includes enough usage and workflow contextPASS
- Dependency/runtime riskcommand execution surfaceINFO